Comments Report

Dataset statistics

Number of variables	10
Number of observations	999
Missing cells	387
Missing cells (%)	3.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	760.4 KiB
Average record size in memory	779.5 B

Variable types

Text	3
DateTime	1
Categorical	1
Numeric	5

Alerts

`complexity` has 387 (38.7%) missing values	Missing
`views` is highly skewed (γ1 = 27.97413589)	Skewed
`published_datetime` has unique values	Unique
`title` has unique values	Unique
`votes` has 50 (5.0%) zeros	Zeros
`comments` has 109 (10.9%) zeros	Zeros

Reproduction

Analysis started	2024-03-16 11:24:58.699449
Analysis finished	2024-03-16 11:25:01.755497
Duration	3.06 seconds
Software version	ydata-profiling vv4.6.5
Download configuration	config.json

author
Text

Distinct	571
Distinct (%)	57.2%
Missing	0
Missing (%)	0.0%
Memory size	64.6 KiB

Length

Max length	23
Median length	19
Mean length	9.0930931
Min length	3

Characters and Unicode

Total characters	9084
Distinct characters	64
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	427 ?
Unique (%)	42.7%

Sample

1st row	its_capitan
2nd row	yadro_team
3rd row	Taritsyn
4th row	pomazkovjs
5th row	sergeytolkachyov

Value	Count	Frequency (%)
aio350	51	5.1%
gmtd	18	1.8%
sergeytolkachyov	14	1.4%
mr-pickles	14	1.4%
melnik909	13	1.3%
simbirsoft_frontend	11	1.1%
rostislavdugin	10	1.0%
qmzik	10	1.0%
nin-jin	10	1.0%
parker0	10	1.0%
Other values (561)	838	83.9%

Most occurring characters

Value	Count	Frequency (%)
a	829	9.1%
o	664	7.3%
i	633	7.0%
e	629	6.9%
r	527	5.8%
n	511	5.6%
s	400	4.4%
t	397	4.4%
l	369	4.1%
k	339	3.7%
Other values (54)	3786	41.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7619	83.9%
Uppercase Letter	823	9.1%
Decimal Number	441	4.9%
Connector Punctuation	153	1.7%
Dash Punctuation	48	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	829	10.9%
o	664	8.7%
i	633	8.3%
e	629	8.3%
r	527	6.9%
n	511	6.7%
s	400	5.3%
t	397	5.2%
l	369	4.8%
k	339	4.4%
Other values (16)	2321	30.5%

Uppercase Letter

Value	Count	Frequency (%)
S	96	11.7%
M	60	7.3%
B	59	7.2%
A	57	6.9%
D	54	6.6%
G	49	6.0%
P	48	5.8%
L	48	5.8%
T	42	5.1%
R	37	4.5%
Other values (16)	273	33.2%

Decimal Number

Value	Count	Frequency (%)
0	105	23.8%
3	76	17.2%
5	68	15.4%
1	53	12.0%
9	38	8.6%
2	34	7.7%
4	19	4.3%
7	18	4.1%
6	16	3.6%
8	14	3.2%

Connector Punctuation

Value	Count	Frequency (%)
_	153	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	48	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8442	92.9%
Common	642	7.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	829	9.8%
o	664	7.9%
i	633	7.5%
e	629	7.5%
r	527	6.2%
n	511	6.1%
s	400	4.7%
t	397	4.7%
l	369	4.4%
k	339	4.0%
Other values (42)	3144	37.2%

Common

Value	Count	Frequency (%)
_	153	23.8%
0	105	16.4%
3	76	11.8%
5	68	10.6%
1	53	8.3%
-	48	7.5%
9	38	5.9%
2	34	5.3%
4	19	3.0%
7	18	2.8%
Other values (2)	30	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9084	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	829	9.1%
o	664	7.3%
i	633	7.0%
e	629	6.9%
r	527	5.8%
n	511	5.6%
s	400	4.4%
t	397	4.4%
l	369	4.1%
k	339	3.7%
Other values (54)	3786	41.7%

published_datetime
Date

UNIQUE

Distinct	999
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Minimum	2022-08-31 08:17:44+00:00
Maximum	2024-03-16 06:38:28+00:00

Histogram

Histogram with fixed size bins (bins=50)

title
Text

UNIQUE

Distinct	999
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	280.2 KiB

Length

Max length	120
Median length	89
Mean length	55.664665
Min length	10

Characters and Unicode

Total characters	55609
Distinct characters	166
Distinct categories	14 ?
Distinct scripts	3 ?
Distinct blocks	7 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	999 ?
Unique (%)	100.0%

Sample

1st row	$2500 в месяц на сервисе с 1 функцией, которая уже была у крупных компаний
2nd row	«Код-ревью — это когда твои комментарии в интернете действительно читают»: дискуссия с разработчиками на C++
3rd row	Высказывания трех известных людей о проблемах современной разработки ПО
4th row	Полное краткое руководство по grammY — JS-библиотеке для создания Telegram-ботов
5th row	Добавление своих команд для CLI в Joomla 4 и Joomla 5 с помощью плагина

Value	Count	Frequency (%)
в	299	3.7%
и	274	3.4%
как	215	2.7%
с	171	2.1%
на	168	2.1%
для	128	1.6%
—	81	1.0%
часть	59	0.7%
react	55	0.7%
не	54	0.7%
Other values (3495)	6582	81.4%

Most occurring characters

Value	Count	Frequency (%)
	7068	12.7%
о	3594	6.5%
а	3364	6.0%
и	3130	5.6%
е	3057	5.5%
т	2459	4.4%
н	2271	4.1%
р	2184	3.9%
с	1828	3.3%
в	1547	2.8%
Other values (156)	25107	45.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	43186	77.7%
Space Separator	7089	12.7%
Uppercase Letter	3388	6.1%
Other Punctuation	839	1.5%
Decimal Number	536	1.0%
Dash Punctuation	352	0.6%
Math Symbol	59	0.1%
Close Punctuation	43	0.1%
Open Punctuation	43	0.1%
Final Punctuation	33	0.1%
Other values (4)	41	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
о	3594	8.3%
а	3364	7.8%
и	3130	7.2%
е	3057	7.1%
т	2459	5.7%
н	2271	5.3%
р	2184	5.1%
с	1828	4.2%
в	1547	3.6%
к	1501	3.5%
Other values (56)	18251	42.3%

Uppercase Letter

Value	Count	Frequency (%)
S	390	11.5%
К	208	6.1%
P	184	5.4%
C	166	4.9%
T	162	4.8%
R	136	4.0%
A	136	4.0%
П	114	3.4%
С	101	3.0%
M	98	2.9%
Other values (42)	1693	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	251	29.9%
,	237	28.2%
:	218	26.0%
?	75	8.9%
/	21	2.5%
…	8	1.0%
!	7	0.8%
&	6	0.7%
%	5	0.6%
#	3	0.4%
Other values (5)	8	1.0%

Decimal Number

Value	Count	Frequency (%)
2	142	26.5%
0	115	21.5%
1	91	17.0%
3	69	12.9%
4	38	7.1%
5	26	4.9%
6	17	3.2%
7	16	3.0%
8	15	2.8%
9	7	1.3%

Math Symbol

Value	Count	Frequency (%)
+	44	74.6%
=	5	8.5%
\|	3	5.1%
→	2	3.4%
>	2	3.4%
<	2	3.4%
~	1	1.7%

Space Separator

Value	Count	Frequency (%)
	7068	99.7%
	19	0.3%
	2	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	265	75.3%
—	81	23.0%
–	6	1.7%

Close Punctuation

Value	Count	Frequency (%)
)	41	95.3%
]	2	4.7%

Open Punctuation

Value	Count	Frequency (%)
(	41	95.3%
[	2	4.7%

Final Punctuation

Value	Count	Frequency (%)
»	31	93.9%
’	2	6.1%

Initial Punctuation

Value	Count	Frequency (%)
«	31	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	5	100.0%

Other Symbol

Value	Count	Frequency (%)
№	3	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	38120	68.6%
Common	9042	16.3%
Latin	8447	15.2%

Most frequent character per script

Cyrillic

Value	Count	Frequency (%)
о	3594	9.4%
а	3364	8.8%
и	3130	8.2%
е	3057	8.0%
т	2459	6.5%
н	2271	6.0%
р	2184	5.7%
с	1828	4.8%
в	1547	4.1%
к	1501	3.9%
Other values (49)	13185	34.6%

Common

Value	Count	Frequency (%)
	7068	78.2%
-	265	2.9%
.	251	2.8%
,	237	2.6%
:	218	2.4%
2	142	1.6%
0	115	1.3%
1	91	1.0%
—	81	0.9%
?	75	0.8%
Other values (45)	499	5.5%

Latin

Value	Count	Frequency (%)
e	812	9.6%
a	568	6.7%
t	540	6.4%
o	472	5.6%
r	450	5.3%
S	390	4.6%
i	389	4.6%
n	346	4.1%
s	311	3.7%
c	310	3.7%
Other values (42)	3859	45.7%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	38120	68.6%
ASCII	17295	31.1%
Punctuation	99	0.2%
None	83	0.1%
Math Alphanum	7	< 0.1%
Letterlike Symbols	3	< 0.1%
Arrows	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7068	40.9%
e	812	4.7%
a	568	3.3%
t	540	3.1%
o	472	2.7%
r	450	2.6%
S	390	2.3%
i	389	2.2%
n	346	2.0%
s	311	1.8%
Other values (79)	5949	34.4%

Cyrillic

Value	Count	Frequency (%)
о	3594	9.4%
а	3364	8.8%
и	3130	8.2%
е	3057	8.0%
т	2459	6.5%
н	2271	6.0%
р	2184	5.7%
с	1828	4.8%
в	1547	4.1%
к	1501	3.9%
Other values (49)	13185	34.6%

Punctuation

Value	Count	Frequency (%)
—	81	81.8%
…	8	8.1%
–	6	6.1%
’	2	2.0%
	2	2.0%

None

Value	Count	Frequency (%)
»	31	37.3%
«	31	37.3%
	19	22.9%
＂	2	2.4%

Letterlike Symbols

Value	Count	Frequency (%)
№	3	100.0%

Arrows

Value	Count	Frequency (%)
→	2	100.0%

Math Alphanum

Value	Count	Frequency (%)
𝚍	1	14.3%
𝚒	1	14.3%
𝚛	1	14.3%
𝚊	1	14.3%
𝚞	1	14.3%
𝚝	1	14.3%
𝚘	1	14.3%

complexity
Categorical

MISSING

Distinct	3
Distinct (%)	0.5%
Missing	387
Missing (%)	38.7%
Memory size	90.7 KiB

Простой	297
Средний	291
Сложный	24

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	4284
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Простой
2nd row	Простой
3rd row	Простой
4th row	Простой
5th row	Средний

Common Values

Value	Count	Frequency (%)
Простой	297	29.7%
Средний	291	29.1%
Сложный	24	2.4%
(Missing)	387	38.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
простой	297	48.5%
средний	291	47.5%
сложный	24	3.9%

Most occurring characters

Value	Count	Frequency (%)
о	618	14.4%
й	612	14.3%
р	588	13.7%
С	315	7.4%
н	315	7.4%
П	297	6.9%
с	297	6.9%
т	297	6.9%
е	291	6.8%
д	291	6.8%
Other values (4)	363	8.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3672	85.7%
Uppercase Letter	612	14.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
о	618	16.8%
й	612	16.7%
р	588	16.0%
н	315	8.6%
с	297	8.1%
т	297	8.1%
е	291	7.9%
д	291	7.9%
и	291	7.9%
л	24	0.7%
Other values (2)	48	1.3%

Uppercase Letter

Value	Count	Frequency (%)
С	315	51.5%
П	297	48.5%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	4284	100.0%

Most frequent character per script

Cyrillic

Value	Count	Frequency (%)
о	618	14.4%
й	612	14.3%
р	588	13.7%
С	315	7.4%
н	315	7.4%
П	297	6.9%
с	297	6.9%
т	297	6.9%
е	291	6.8%
д	291	6.8%
Other values (4)	363	8.5%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	4284	100.0%

Most frequent character per block

Cyrillic

Value	Count	Frequency (%)
о	618	14.4%
й	612	14.3%
р	588	13.7%
С	315	7.4%
н	315	7.4%
П	297	6.9%
с	297	6.9%
т	297	6.9%
е	291	6.8%
д	291	6.8%
Other values (4)	363	8.5%

reading_time
Real number (ℝ)

Distinct	38
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.4094094

Minimum	1
Maximum	62
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	5
median	7
Q3	10
95-th percentile	19.1
Maximum	62
Range	61
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	6.1306379
Coefficient of variation (CV)	0.72902122
Kurtosis	11.445441
Mean	8.4094094
Median Absolute Deviation (MAD)	3
Skewness	2.6270229
Sum	8401
Variance	37.584721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
5	130	13.0%
4	114	11.4%
6	102	10.2%
7	97	9.7%
8	89	8.9%
3	87	8.7%
10	52	5.2%
9	49	4.9%
2	35	3.5%
12	34	3.4%
Other values (28)	210	21.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	0.6%
2	35	3.5%
3	87	8.7%
4	114	11.4%
5	130	13.0%
6	102	10.2%
7	97	9.7%
8	89	8.9%
9	49	4.9%
10	52	5.2%

Value	Count	Frequency (%)
62	1	0.1%
50	1	0.1%
40	1	0.1%
37	1	0.1%
34	4	0.4%
33	4	0.4%
32	2	0.2%
31	2	0.2%
30	1	0.1%
29	3	0.3%

views
Real number (ℝ)

SKEWED

Distinct	165
Distinct (%)	16.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11447.273

Minimum	241
Maximum	1500000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	241
5-th percentile	1300
Q1	3250
median	6000
Q3	12000
95-th percentile	31000
Maximum	1500000
Range	1499759
Interquartile range (IQR)	8750

Descriptive statistics

Standard deviation	49187.977
Coefficient of variation (CV)	4.2969165
Kurtosis	842.95181
Mean	11447.273
Median Absolute Deviation (MAD)	3300
Skewness	27.974136
Sum	11435826
Variance	2.4194571 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13000	30	3.0%
11000	29	2.9%
12000	26	2.6%
15000	20	2.0%
14000	17	1.7%
3100	16	1.6%
2800	15	1.5%
2300	15	1.5%
4600	15	1.5%
3800	15	1.5%
Other values (155)	801	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
241	1	0.1%
370	1	0.1%
534	1	0.1%
642	1	0.1%
652	1	0.1%
694	1	0.1%
751	1	0.1%
776	1	0.1%
804	1	0.1%
805	1	0.1%

Value	Count	Frequency (%)
1500000	1	0.1%
209000	1	0.1%
189000	1	0.1%
116000	1	0.1%
84000	1	0.1%
78000	1	0.1%
76000	1	0.1%
73000	1	0.1%
71000	2	0.2%
69000	1	0.1%

tags
Text

Distinct	752
Distinct (%)	75.3%
Missing	0
Missing (%)	0.0%
Memory size	290.6 KiB

Length

Max length	127
Median length	92
Mean length	58.401401
Min length	14

Characters and Unicode

Total characters	58343
Distinct characters	124
Distinct categories	13 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	653 ?
Unique (%)	65.4%

Sample

1st row	Веб-разработка Монетизация веб-сервисов Развитие стартапа Управление продуктом Бизнес-модели
2nd row	Блог компании YADRO Веб-разработка C++ Конференции IT-компании
3rd row	Веб-разработка Управление разработкой Управление персоналом История IT
4th row	Блог компании Selectel Веб-разработка Программирование
5th row	Веб-разработка Open source PHP Joomla

Value	Count	Frequency (%)
веб-разработка	999	16.5%
блог	418	6.9%
компании	418	6.9%
javascript	301	5.0%
программирование	200	3.3%
reactjs	122	2.0%
typescript	104	1.7%
html	92	1.5%
и	88	1.5%
разработка	88	1.5%
Other values (391)	3214	53.2%

Most occurring characters

Value	Count	Frequency (%)
а	5413	9.3%
	5045	8.6%
р	3878	6.6%
о	3696	6.3%
и	3100	5.3%
е	2816	4.8%
б	2414	4.1%
т	2049	3.5%
н	2040	3.5%
к	2040	3.5%
Other values (114)	25852	44.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	44875	76.9%
Uppercase Letter	6990	12.0%
Space Separator	5045	8.6%
Dash Punctuation	1223	2.1%
Other Punctuation	117	0.2%
Decimal Number	20	< 0.1%
Open Punctuation	17	< 0.1%
Close Punctuation	17	< 0.1%
Final Punctuation	11	< 0.1%
Initial Punctuation	11	< 0.1%
Other values (3)	17	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
а	5413	12.1%
р	3878	8.6%
о	3696	8.2%
и	3100	6.9%
е	2816	6.3%
б	2414	5.4%
т	2049	4.6%
н	2040	4.5%
к	2040	4.5%
з	1458	3.2%
Other values (46)	15971	35.6%

Uppercase Letter

Value	Count	Frequency (%)
В	1101	15.8%
S	1011	14.5%
J	543	7.8%
Б	475	6.8%
T	419	6.0%
П	270	3.9%
P	270	3.9%
C	200	2.9%
R	191	2.7%
I	188	2.7%
Other values (39)	2322	33.2%

Other Punctuation

Value	Count	Frequency (%)
.	106	90.6%
#	7	6.0%
*	2	1.7%
/	1	0.9%
&	1	0.9%

Decimal Number

Value	Count	Frequency (%)
1	8	40.0%
3	5	25.0%
8	3	15.0%
5	2	10.0%
2	2	10.0%

Space Separator

Value	Count	Frequency (%)
	5045	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1223	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	17	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	17	100.0%

Final Punctuation

Value	Count	Frequency (%)
»	11	100.0%

Initial Punctuation

Value	Count	Frequency (%)
«	11	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	8	100.0%

Math Symbol

Value	Count	Frequency (%)
+	6	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	39492	67.7%
Latin	12373	21.2%
Common	6478	11.1%

Most frequent character per script

Cyrillic

Value	Count	Frequency (%)
а	5413	13.7%
р	3878	9.8%
о	3696	9.4%
и	3100	7.8%
е	2816	7.1%
б	2414	6.1%
т	2049	5.2%
н	2040	5.2%
к	2040	5.2%
з	1458	3.7%
Other values (45)	10588	26.8%

Latin

Value	Count	Frequency (%)
S	1011	8.2%
a	953	7.7%
e	872	7.0%
t	761	6.2%
c	737	6.0%
r	675	5.5%
i	666	5.4%
p	591	4.8%
J	543	4.4%
o	483	3.9%
Other values (40)	5081	41.1%

Common

Value	Count	Frequency (%)
	5045	77.9%
-	1223	18.9%
.	106	1.6%
(	17	0.3%
)	17	0.3%
»	11	0.2%
«	11	0.2%
1	8	0.1%
$	8	0.1%
#	7	0.1%
Other values (9)	25	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	39492	67.7%
ASCII	18829	32.3%
None	22	< 0.1%

Most frequent character per block

Cyrillic

Value	Count	Frequency (%)
а	5413	13.7%
р	3878	9.8%
о	3696	9.4%
и	3100	7.8%
е	2816	7.1%
б	2414	6.1%
т	2049	5.2%
н	2040	5.2%
к	2040	5.2%
з	1458	3.7%
Other values (45)	10588	26.8%

ASCII

Value	Count	Frequency (%)
	5045	26.8%
-	1223	6.5%
S	1011	5.4%
a	953	5.1%
e	872	4.6%
t	761	4.0%
c	737	3.9%
r	675	3.6%
i	666	3.5%
p	591	3.1%
Other values (57)	6295	33.4%

None

Value	Count	Frequency (%)
»	11	50.0%
«	11	50.0%

votes
Real number (ℝ)

ZEROS

Distinct	96
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.302302

Minimum	0
Maximum	271
Zeros	50
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.9
Q1	4
median	8
Q3	17.5
95-th percentile	57.2
Maximum	271
Range	271
Interquartile range (IQR)	13.5

Descriptive statistics

Standard deviation	25.042983
Coefficient of variation (CV)	1.5361624
Kurtosis	23.254881
Mean	16.302302
Median Absolute Deviation (MAD)	6
Skewness	4.0880164
Sum	16286
Variance	627.15101
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	77	7.7%
2	70	7.0%
4	68	6.8%
5	55	5.5%
1	51	5.1%
6	51	5.1%
0	50	5.0%
7	43	4.3%
8	40	4.0%
10	34	3.4%
Other values (86)	460	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	50	5.0%
1	51	5.1%
2	70	7.0%
3	77	7.7%
4	68	6.8%
5	55	5.5%
6	51	5.1%
7	43	4.3%
8	40	4.0%
9	34	3.4%

Value	Count	Frequency (%)
271	1	0.1%
190	1	0.1%
177	1	0.1%
171	1	0.1%
167	1	0.1%
166	1	0.1%
152	1	0.1%
148	1	0.1%
144	1	0.1%
142	1	0.1%

bookmarks
Real number (ℝ)

Distinct	187
Distinct (%)	18.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.103103

Minimum	2
Maximum	748
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	21
median	38
Q3	71
95-th percentile	171.1
Maximum	748
Range	746
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	60.856647
Coefficient of variation (CV)	1.0657327
Kurtosis	32.347019
Mean	57.103103
Median Absolute Deviation (MAD)	22
Skewness	4.1645549
Sum	57046
Variance	3703.5314
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15	22	2.2%
19	21	2.1%
29	21	2.1%
26	21	2.1%
31	20	2.0%
27	19	1.9%
9	18	1.8%
30	16	1.6%
8	16	1.6%
20	16	1.6%
Other values (177)	809	81.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	2	0.2%
3	7	0.7%
5	8	0.8%
6	12	1.2%
7	11	1.1%
8	16	1.6%
9	18	1.8%
10	15	1.5%
11	12	1.2%
12	14	1.4%

Value	Count	Frequency (%)
748	1	0.1%
655	1	0.1%
586	1	0.1%
300	1	0.1%
296	1	0.1%
282	1	0.1%
281	1	0.1%
274	1	0.1%
273	1	0.1%
266	1	0.1%

comments
Real number (ℝ)

ZEROS

Distinct	108
Distinct (%)	10.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.121121

Minimum	0
Maximum	596
Zeros	109
Zeros (%)	10.9%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	7
Q3	16
95-th percentile	79
Maximum	596
Range	596
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	45.854592
Coefficient of variation (CV)	2.3981121
Kurtosis	55.859056
Mean	19.121121
Median Absolute Deviation (MAD)	5
Skewness	6.5635358
Sum	19102
Variance	2102.6436
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	109	10.9%
2	78	7.8%
4	72	7.2%
3	68	6.8%
5	59	5.9%
1	57	5.7%
6	46	4.6%
7	39	3.9%
9	38	3.8%
10	33	3.3%
Other values (98)	400	40.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	109	10.9%
1	57	5.7%
2	78	7.8%
3	68	6.8%
4	72	7.2%
5	59	5.9%
6	46	4.6%
7	39	3.9%
8	28	2.8%
9	38	3.8%

Value	Count	Frequency (%)
596	1	0.1%
457	1	0.1%
445	1	0.1%
414	1	0.1%
346	1	0.1%
327	1	0.1%
308	1	0.1%
302	1	0.1%
274	1	0.1%
268	1	0.1%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	author	published_datetime	title	complexity	reading_time	views	tags	votes	bookmarks	comments
0	its_capitan	2024-03-16 06:38:28+00:00	$2500 в месяц на сервисе с 1 функцией, которая уже была у крупных компаний	Простой	5	1200	Веб-разработка Монетизация веб-сервисов Развитие стартапа Управление продуктом Бизнес-модели	5	3	1
1	yadro_team	2024-03-15 10:16:17+00:00	«Код-ревью — это когда твои комментарии в интернете действительно читают»: дискуссия с разработчиками на C++	Простой	4	2000	Блог компании YADRO Веб-разработка C++ Конференции IT-компании	13	8	3
2	Taritsyn	2024-03-14 18:26:42+00:00	Высказывания трех известных людей о проблемах современной разработки ПО	Простой	8	3000	Веб-разработка Управление разработкой Управление персоналом История IT	11	18	18
3	pomazkovjs	2024-03-14 09:19:54+00:00	Полное краткое руководство по grammY — JS-библиотеке для создания Telegram-ботов	Простой	18	2500	Блог компании Selectel Веб-разработка Программирование	22	50	4
4	sergeytolkachyov	2024-03-14 09:00:00+00:00	Добавление своих команд для CLI в Joomla 4 и Joomla 5 с помощью плагина	NaN	18	370	Веб-разработка Open source PHP Joomla	6	6	5
5	DLeo13	2024-03-13 07:45:16+00:00	В помощь IT-команде — «Регламент создания багов» или «Как сделать задачу ясной для тебя из отпуска»	Средний	4	943	Веб-разработка Тестирование IT-систем Тестирование веб-сервисов Управление разработкой Управление проектами	6	15	1
6	Alex_BBB	2024-03-13 07:00:19+00:00	WebRTC. Как установить p2p соединение между браузерами	Простой	3	2900	Децентрализованные сети Веб-разработка JavaScript Сетевые технологии	8	56	5
7	Mercuuury	2024-03-12 20:57:57+00:00	Одно из самых востребованных IT-решений: простыми словами об API	Простой	12	7100	Блог компании NFCKEY Веб-разработка API	2	93	13
8	GreyTomcat	2024-03-12 11:40:29+00:00	Защищаем сервис от перегрузки с помощью HAProxy	NaN	13	4800	Блог компании Нетология Веб-разработка Open source Серверное администрирование DevOps	15	86	0
9	yadro_team	2024-03-12 10:48:03+00:00	Go на митап: обсудим sync.Pool, свой mini-k8s, паттерны и сообщения об ошибках	Простой	2	973	Блог компании YADRO Веб-разработка Go Конференции IT-компании	14	17	0

	author	published_datetime	title	complexity	reading_time	views	tags	votes	bookmarks	comments
989	SmartEngines	2022-09-05 10:06:19+00:00	Как мы помогли Альфа-Банку выйти из трудного положения с помощью WASM	NaN	4	9000	Блог компании Smart Engines Веб-разработка Машинное обучение Искусственный интеллект WebAssembly	9	29	6
990	mr-pickles	2022-09-05 09:25:03+00:00	Разбираемся с Redis	NaN	19	209000	Блог компании Wunder Fund Веб-разработка Администрирование баз данных Хранение данных	62	586	7
991	mishqua	2022-09-02 12:33:54+00:00	Как не проиграть с производительностью в длительном скроллинге	NaN	12	4200	Блог компании Bimeister Веб-разработка Программирование Angular TypeScript	9	48	6
992	aio350	2022-09-02 07:28:59+00:00	TypeScript в деталях. Часть 1	NaN	6	26000	Блог компании Timeweb Cloud Веб-разработка JavaScript TypeScript	20	176	9
993	ilyachalov	2022-09-02 07:07:44+00:00	HTML, CSS: важен ли порядок названий классов CSS в атрибуте «class» HTML-элементов	NaN	5	8800	Веб-дизайн Веб-разработка CSS HTML	11	19	16
994	Geosins	2022-09-01 15:29:20+00:00	Как написать кроссбраузерное расширение в 2022 году	NaN	8	9100	Блог компании СберМаркет Веб-разработка JavaScript Расширения для браузеров Браузеры	22	102	7
995	i360u	2022-09-01 09:43:30+00:00	ESM. Выходим за рамки	NaN	4	2800	Ненормальное программирование Веб-разработка JavaScript Программирование Node.JS	10	25	0
996	artem_ibragimov	2022-09-01 08:39:05+00:00	Кто-нибудь, объясните мне прелесть tailwind	NaN	1	11000	Веб-разработка CSS	16	22	34
997	whoosaa	2022-08-31 13:27:37+00:00	Вот как мы поняли, что нам нужно больше стажеров	NaN	7	12000	Блог компании AGIMA Веб-разработка Python Карьера в IT-индустрии	26	77	18
998	aio350	2022-08-31 08:17:44+00:00	React: разрабатываем HOC и хук для наблюдения за элементами	NaN	9	8700	Блог компании Timeweb Cloud Высокая производительность Веб-разработка JavaScript ReactJS	2	41	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Connector Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Math Symbol

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Final Punctuation

Initial Punctuation

Currency Symbol

Other Symbol

Connector Punctuation

Most occurring scripts

Most frequent character per script

Cyrillic

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Cyrillic

Punctuation

None

Letterlike Symbols

Arrows

Math Alphanum

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Cyrillic

Most occurring blocks

Most frequent character per block

Cyrillic

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Final Punctuation

Initial Punctuation

Currency Symbol

Math Symbol

Connector Punctuation

Most occurring scripts

Most frequent character per script